Latest Research in Machine Learning
10 research papers · 2026 median publication year
Top Research Topics in Machine Learning
- Machine Learning — 4 papers
- Machine Learning in Materials Science — 2 papers
- Microbial Natural Products and Biosynthesis — 1 papers
- Protein Structure and Dynamics — 1 papers
- Genomics and Phylogenetic Studies — 1 papers
- Vector-borne infectious diseases — 1 papers
Highest-Cited Papers
- CatRange enables robust prediction of enzyme variant kinetic regimes
- KRstereo: Predicting β-Hydroxy Stereochemistry in Polyketides Using Protein Language Models
- Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling
- MutexaGPT: an intuition-to-design translator for physics-based enzyme engineering
- Torsionator: Dihedral Parameterization and Conformer Search Made Easy
- SimpleDesign: A Joint Model for Protein Sequence and Structure Codesign
- Leveraging latent space models for enzyme discovery and sampling
- CrystalGRPO: Target-Aligned and Coverage-Preserving Reinforcement Learning for Flow-Based Crystal Structure Prediction
- Emyx: Fast and efficient all-atom protein generation
- 1H, 15N and 13C backbone and side-chain resonance assignments of Amblyomin-X Kunitz domain